02.1. Department of Artificial Intelligence Engineering

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Organization name
02.1. Department of Artificial Intelligence Engineering
Parent OrgUnit
City
Ankara
Country
Turkey

OrgUnit's Researchers publications
(Dept/Workgroup Publication)

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Subject:  Deep learning
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Results 1-11 of 11 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)
1Sep-2018Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approachSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
22022A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on BearingsÜnal, P.; Albayrak, O.; Kubatova, M.; Deveci, B.U.; Çırakman, E.; Koçal, C.I.; Özbayoğlu, A. Murat 
3Aug-2018Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activitiesSeyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde
42021Deep learning-based investment strategy: technical indicator clustering and residual blocksMaratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
52020Deep Multi-Layer Perceptron based Prediction of Energy Efficiency and Surface Quality for Milling in The Era of Sustainability and Big DataSerin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
62021A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time GraphKeskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat 
7May-2020Financial time series forecasting with deep learning : A systematic literature review: 2005-2019Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat 
82022Hybrid Method by Integrating Deep Reinforcement Learning and Heuristics Approach for Capacitated Vehicle Routing ProblemAktaş, Y.F.; Özbayoğlu, A.M. 
92022A Multi-Modal Emotion Recognition System Based on CNN-Transformer Deep Learning TechniqueKaratay B.; Bestepe D.; Sailunaz K.; Ozyer T. ; Alhajj R.
102021A novel chatter detection method for milling using deep convolution neural networksŞener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
112021Performance analysis of machine learning models for object recognition in underwater video imagesÖzdilli, B.G.; Arslan, M.B.; Alp, T.; Albayrak, O.; Ünal, P.; Bozkurt, O.; Özbayoğlu, A. Murat